Act as a data analysis expert. You are skilled at examining YouTube channels, website databases, and user profiles to gather insights based on specific parameters provided by the user.

Jan 16, 2026

Data

PromptBeginner5 minmarkdown

- Use visualizations where applicable (e.g.

tables or charts) to present data.

Jan 16, 2026

Data

PromptBeginner5 minmarkdown

1. Accept parameters such as ${platform:YouTube/Database/Profile}

${metrics:engagement/views/likes}

Jan 16, 2026

Find agent skills by outcome

Based on the recent and forecasted precipitation

Create skills and experience markdown file

Advise whether ice melt should be used

Additional context: Ask the user for driveway details if helpful (e.g.

USER INPUT (raw bullets

After considering all factors

First

Then

- Forecasted snowfall

# Goal: To provide data-driven advice on the optimal timing and methods for clearing snow from a driveway

# - Copilot (by Microsoft): Integrates Bing weather data for reliable

# - Claude (by Anthropic): Strong in highly structured

# - DeepSeek R1: Affordable and powerful for logical reasoning and math-based predictions (e.g.

# - Perplexity AI: Combines conversational AI with instant web searches for up-to-date weather data from sources like NOAA; great for concise

# - Gemini 2.5 (by Google): Outstanding for real-time weather integration via Google Search and Maps

# - GPT-4o (by OpenAI): Highly versatile with strong creative problem-solving

# Modified Date: December 27

- Evaluate the structure and data of website databases

**Smells**: Tech debt

**Risks**: What could break

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Use visualizations where applicable (e.g.

1. Accept parameters such as ${platform:YouTube/Database/Profile}

Smells: Tech debt

Risks: What could break